Commercial Integrator August 2023 - 44

TREND Considering ChatGPT
S
model will, by default, contribute to its
learning. It will be used in future training
datasets. " If it's proprietary code or intellectual
property with your organization - no
matter how tempting it is - don't put it in
the model, " McDonald declares. " If you
feel the need to, [at least] make sure the
chat history is off so it's not being recorded
or used for future training data. " (This is an
important evolution. When ChaGPT first
came out, everything went into the model.
It couldn't be turned off.)
Back in May, one leading company
reportedly told staff to stop using tools
involving generative AI, such as ChatGPT
and Bard, citing concerns that they pose a
security risk. According to a Bloomberg article,
employees of the company reportedly
fed sensitive semiconductor-related data
into ChatGPT.
Brown forthrightly discusses the potential
for misuse of generative AI, as well as
the potential for bias. " A lot of times, we're
not really clear on how it's been trained, "
he says. " Some of that's a mystery. Some
of these models that are out there, they've
'What generative
AI does...it doesn't
replace anybody - it
gives the person with
that knowledge 10
times more potential to
do more things better.'
- West McDonald, chief
noise maker, Tigerpaw
Software, and founder of
West McDonald Co.
been trained on data in data centers and
processors that can churn data for months
and years on end. We are not exactly clear
what data went into that. "
According to Brown, " Sometimes, the
data you get out of these learning language
models is confident sounding, but it could
be completely wrong. As we start incorporating
these more into our business,
that will naturally resolve itself to some
extent, because we'll be fine tuning it to
our data. " That is to say, the LLM won't just
be responding based on a vast amount of
internet data. " We're going to be asking it
questions about our data, and it's going to
respond accordingly, " Brown notes.
Words of Advice
on Implementation
The first step to implementing generative
AI is to understand it. It's so imperfectly
understood now because it's so new. How
does generative AI work? What are the
differences between the versions? How
does web integration work? What are the
plugins and what do they do? What potential
use cases are there for your firm?
According to McDonald, before leveraging
generative AI, the most important
thing is to put organization-wide policies
in place about how to use it safely. " If you
want to protect your intellectual property,
protect your code, protect anything you
have under NDA with your customers -
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Commercial Integrator August 2023

Table of Contents for the Digital Edition of Commercial Integrator August 2023

Commercial Integrator August 2023 - Cover1
Commercial Integrator August 2023 - Cover2
Commercial Integrator August 2023 - 1
Commercial Integrator August 2023 - 2
Commercial Integrator August 2023 - 3
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